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First some terminology is explained. Then the interpretations of the coefficients and constants of the function are discussed. Afterwards the zero conditional mean assumption regarding the residual is problematized. Lastly, a graphical representation of a regression line is given and the least sum of squared errors is introduced and the equation for the coefficient of the linear function as well as for the intercept is given.
2013
Level: beginner
Econometrics // Lecture 2: "Simple Linear Regression" (SLR)
Esther Duflo discusses the fact that in social policy one cannot check the big questions, i.e. whether development assistance as an aggregate is helpful, because there is no counterfactual. She then suggests to focus on smaller questions such as what prevents or incentiveses people from immunizing their kids or whether mosquito bednets should be distributed for free. These questions can be answered by using randomized control trials as in the medical sciences. Thus, she argues, by bringing the experimental method to social policy analysis better decisions as to where allocate funds can be made.
2010
Level: beginner
Social experiments to fight poverty
Banking 101 is a series of 6 short videos that ask the following questions: How do banks work and how is money created? Is reveals common misunderstandings of money creation and the role of banks. Furthermore, the videos show how models taught in many introductory classes to economics (Econ 101) do not reflect those processes: Part 1) “Misconceptions around Banking” questions common comprehensions of how banks work (savings = investments). Part 2) “What's wrong with the money multiplier” states that the model of the money multiplies is inaccurate. Part 3) “How is money really made by banks” explains the process of money creation, loans and inter-bank settlement. Part 4) “How much money banks create?” asks what limits the money creation by banks and presents the difference between reserve ratio, liquidity ration, equity and refers to the inter-bank market. Part 5) Explores the question if banks create money or just credit and especially refers to credit risks. Part 6) Explains how money gets destroyed when loans are paid back. Note: The videos refer to the UK monetary and banking system, some explanations don't apply to other banking systems, e.g. the reserve ratio.
2012
Level: beginner
How is money really made by banks? - Banking 101 (Part 3 of 6)
The article pursues the two related questions of how economists pretend to know and why they want to know at all. It is argued that both the economic form of knowledge and the motivation of knowing have undergone a fundamental change during the course of the 20th century. The knowledge of important contemporary economic textbooks has little in common with an objective, decidedly scientifically motivated knowledge. Rather, their contents and forms follow a productive end, aiming at the subjectivity of their readers.
2019
Level: beginner
An essay on the putative knowledge of textbook economics
The global financial crisis (GFC) led to increasing distrust in economic research and the economics profession, in the process of which the current state of economics and economic education in particular were heavily criticized. Against this background we conducted a study with undergraduate students of economics in order to capture their view of economic education.
2018
Level: beginner
What economics education is missing: The real world
This course introduces students to the relevance of gender relations in economics as a discipline and in economic processes and outcomes. The course covers three main components of gender in economics and the economy: (1) the gendered nature of the construction and reproduction of economic theory and thought; (2) the relevance and role of gender in economic decision-making; and (3) differences in economic outcomes based on gender. We will touch on the relevance of gender and gender relations in at least each of the following topics: economic theory; the history of economic thought; human capital accumulation; labor market discrimination; macroeconomic policy, including gender budgeting; household economics; basic econometrics; economic history; and economic crises.
2019
Level: beginner
Feminist Economics
In this short talk „On Economics“ Ha-Joon Chang, author of the book „Economics: The User's Guide“, gives a critical wrap-up on the economic discipline – on what is perceived as economics, what are dominant paradigms, the role of numbers and economics in public life. He further elaborates on the importance of heterodox schools of thought.
2014
Level: beginner
Ha-Joon Chang on Economics
In the keynote speech, Sigrid Stagl argues why it is necessary to include socio-ecological aspects in macoreconomic models. The talk focuses on the ecological necessities, mentioning limits to growth, resource extraction and planetary boundaries. At the end, Stagl shortly presents several current macroeconomic initiatives and models that move towards a a socio-ecological macroeconomics.
2013
Level: beginner
Towards a socio-ecological macroeconomics
In this radio interview, Andrew Sayer first outlines some features of neoliberalism and policies that are associated with it. Then a difference between wealth creation via investment and wealth extraction by means of lending money to those deprived of it or by acquiring property such as real estate or financial assets on the secondary market as absentee owner is established. In this context reference is made to J.A. Hobson's concept of "improperty." Finally, there are some words on the power dynamics associated with capitalism and its relation to climate change.
2015
Level: beginner
Why We Can’t Afford the Rich
Galbraith first explores the social darwinism of Herbert Spencer and others that served as apology for the highly unequal distribution of wealth in the US at the end of the 19th century and naturalized differences in wealth by appealing to the concept of natural selection of the fittest. Then some instances of the unscrupulous business practices (i.e. robberies) of the American railroad tycoons and other business magnates are recounted. Lastly, Galbraith lines out some of the arguments of Thorstein Veblen, who delegitimized and ridiculed the business and leisure activities of the rich by putting them in the same category as predatory and ritualized practices of primitive or ancient societies.
Level: beginner
The Age of Uncertainty Episode 2 - The Manners and Morals of High Capitalism
This course introduces students to the relevance of gender relations in economics as a discipline and in economic processes and outcomes. The course covers three main components of gender in economics and the economy: (1) the gendered nature of the construction and reproduction of economic theory and thought; (2) the relevance and role of gender in economic decision-making; and (3) differences in economic outcomes based on gender. We wil touch on the relevance of gender and gender relations in at least each of the following topics: economic theory; the history of economic thought; human capital accumulation; labor market discrimination; macroeconomic policy, including gender budgeting; household economics; basic econometrics; and economic crises.
2019
Level: beginner
Gender Relations and Economics
The course will teach students to analyze the goals, implementation, and outcomes of economic policy.
2019
Level: advanced
Advanced Economic Policy
The last 15 years have seen extensive research into ecosystem service valuation (ESV), spurred by the Millenium Ecosystem Assessment in 2005 (Baveye, Baveye & Gowdy, 2016). Ecosystem services are defined as “the benefits people obtain from ecosystems” (Millenium Ecosystem Assessment, p.V). For example, ecosystems provide the service of sequestering carbon which helps regulate the climate. Valuation means giving ecosystems or their services a monetary price, for example researchers have estimated that the carbon sequestration services of the Mediterranean Sea is between 100 and 1500 million euros per year. The idea of ESV was a response to the overuse of natural resources and degradation of ecosystems, allegedly due to their undervaluation and exclusion from the monetary economy. ESV can be used (1) for policy decision-making, for example allocating funding to a reforestation project (2) for setting payments to people who increase ecosystem services, for example a farmer increasing the organic carbon content of their soil, and (3) for determining fees for people who degrade ecosystem services, for example a company that causes deforestation.
2021
Level: beginner
A Pluralist Perspective on Ecosystem Service Valuation Introduction
The course will teach students to analyze the goals, implementation, and outcomes of economic policy.
2018
Level: advanced
Advanced Economic Policy 2
In this keynote lecture during the conference „The Spectre of Stagnation? Europe in the World Economy“, Till van Treek presents research on how changes in income distribution lead to macroeconomic instability and crisis, focusing on currents accounts. Treek presents the relative income hypothesis in contrast to other mainstream and Post-Keynesian explanations. The relative income hypothesis proposes that aggregate demand increases and savings decrease with rising personal income inequality due to upward looking status comparison – but effects depend on the quantile where income inequality increases. Treek points to the importance of accounting for both income and functional income distribution and underlines his arguments with data comparing different pattern in Germany and the U.S.
2015
Level: expert
Macroeconomics of inequality & instability - Inequality, imbalances and the crisis
Economist and politician Costas Lapavitsas: presents differing theoretical definitions of financialization, namely from Marxist and Post-Keynesian thinkers and compares their approaches. By presenting pattern and features of the economic and financial crisis, he interprets the latter as a crisis of financialization. Lapavitsas emphasizes his arguments by presenting data from the U.S. and Germany on the transformation of business, banks and households.
2015
Level: beginner
The Financialisation of Capitalism
In this lecture Mirowski claims that a good critique of and alternative to neoclassical economics should focus on microeconomics. In addition, he claims that mainstream economics is not about a specific "human nature", instead the understanding of markets (partially based on Hayek) is of special importance. As an alternative Mirowski proposes institutionalist economics that builds upon how markets work nowadays (e.g. links to computer science).
2015
Level: expert
Should Economists be Experts in Markets or in Human Nature?
Paul Mason presents the main arguments of his book PostCapitalism. First, he argues that capitalism runs out of its capability to adapt to crises and second states that information technology challenges the capitalist system. In a nutshell, he argues that a society which fully exploits information technologies can't include concepts such as intellectual property, free market or private ownership. This has far-reaching consequences for the organisation of wages and work. The talk stops at minute 37.30.
2015
Level: beginner
The Future of Capitalism
The module is designed to first present some of the main schools of thought from a historical and methodological perspective. Each week we explore and critically assess the main tenants of each school of thought. In the second part of the module we link history of economic thought and methodology to a specific and contemporary economic question. The second part allows you to engage with current economic issues with an awareness of methodology and methodological differences and with some knowledge of the history of economics.
2019
Level: beginner
History of Economic Thought
This course provides future change makers in public and private sectors with a comprehensive overview on the structures and actors that shape markets.
2019
Level: beginner
The Governance of Markets in Challenging Times: From Classic Authors to New Approaches
Exploring Economics, an open-access e-learning platform, giving you the opportunity to discover & study a variety of economic theories, topics, and methods.
2021
Level: beginner
The Political Economy of Inequalities
Ha Joon Chang exposes the main ideas of his book Bad Samaritans, namely that historically states have developed and industrialized by making policy interventions related to industry protection, tariffs and subsidies and not by opening their markets to free trade. Chang elaborates on the examples of Japan, the US, Singapore and Germany amongst others to show that an interventionist path to development has been the regularity and not an anomaly. In the end of the lecture, he argues that they idea of a level playing field should be replaced by a trade order that accounts for differences in power and economic capacities of different countries. The last 20 minutes are questions and answers.
2008
Level: beginner
Ha-Joon Chang - Bad Samaritans: The Myth of Free Trade and the Secret History of Capitalism
Departing from an analysis of women's employment and changing gender regimes in the pre crisis period, Jill Rubery illustrates how the crisis affects men's and women's employment differently. Afterwards, she discusses the crisis' impact on gender relations. Based on empirical findings, she shows how men were more affected by the recession and women more by austerity and presents possible explanations. Those are furthermore linked to women's employment decisions and prevalent gender regimes. In particular, Rubery discusses cut backs in public spendings on care, flexibilization and the role of conservative gender ideologies.
2015
Level: beginner
Economic crisis and austerity: challenges to gender equality
Keen first compares neoclassical approaches to modelling with heterodox ones. Then he discusses in length the required assumptions and the inconsistencies of the aggregate demand and supply model, which is extrapolated from a micro perspective. At the end some dynamic models with feedback mechanisms are shown.
2016
Level: advanced
The Mainstream Obsession with Microfoundations and why it is an intellectual dead-end
Even if men were perceived as the main protagonists of the Greek crisis, the crisis had a deep impact on disadvantaged groups, in particular migrant women working as domestic labourers. The debate presents the particular impact on migrant women of the downturn and furthermore discusses how migrant struggles and other emancipatory movements impacted the politics of crisis. The first minutes of the video are in German, but the moderator switches to English.
2015
Level: beginner
Invisible women? Crisis, gender and migration in Greece 2015
On July 2020 ZOE-Institute published a unique platform for transformative policymaking: Sustainable Prosperity. Building on insights from new economic thinking the platform provides knowledge about ideas, arguments and procedures that support effective promotion of political change. It aims to strengthen change makers in public policy institutions, who are working on an ambitious green and just transition. As such, it provides convincing arguments and policy ideas to overcome the reliance of economic policy on GDP growth
Level: beginner
Sustainable Prosperity
Introduction Economics is by necessity a multi paradigmatic science Several theoretical structures exist side by side and each theory can never be more than a partial theory Rothschild 1999 Likening scientific work to the self coordinating invisible hand of the market Michael Polanyi cautioned strongly against centralized attempts to steer …
2021
Level: beginner
Making Many Maps: Why We Need an Interested Pluralism in Economics and How to Get There
Balance of payments stability is of paramount importance for developing countries, both to secure the value of their domestic currencies as well as reliable foreign currency inflows. But how is that stability ensured and how important is the growth of exports for stability?
2020
Level: beginner
Thirlwalls Law Introduction
This multimedia dossier is part of the series „Understanding Finance“ by Finance Watch. The dossier focuses on universal banks – banks that pursue commercial and investment banking and points out several problems of those megabanks, especially in the context of the financial crisis (too big to fail).
2014
Level: beginner
Splitting megabanks?
The website contains a vast amount of information on the history of economic thought. It presents thinkers, their main works (and links to those works) and schools of thought which are sorted by political economy schools, neoclassical schools, alternative schools as well as thematic schools.
Level: advanced
The history of economic thought website
Founded in 1968, The Union for Radical Political Economics (URPE) is an interdisciplinary membership organization of academics and of activists. Its mission is to promote the study, development and application of radical political economic analysis to social problems. Concretely, this involves a continuing critique of both the capitalist system, and of all forms of exploitation and oppression. URPE’s mission also includes, coming out of this critique, helping to construct a progressive social policy, and a human-centered radical alternative to capitalism.
Level: beginner
Union for Radical Political Economics
The page "Positive Money" gathers text and short videos which explain how money is created by banks by giving loans. It furthermore presents the consequences of this process on housing prices, inequality and the environment and its role in the financial crisis. The dossier is provided by the campaign "Positive Money" which aims at a democratic control over money creation. Besides texts by the campaign, the page makes available links to journal and conference articles on the topic. The page focuses on the banking system of the UK.
Level: beginner
Positive Money

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